Na Li

Postdoc, University of Amsterdam

Resume

About Me


I am currently a Postdoc in the INDElab and the Discovery Lab, working with Prof. Paul Groth. I finished my Ph.D. in the MNS group, supervised by Dr. Zhiming Zhao and Prof. Paola Grosso. My research interests are research asset search, data quality control and active learning.

Publications


Search Multiple Types of Research Assets From Jupyter Notebook

Na Li, Siamak Farshidi, Zhiming Zhao. Software: Practice and Experience. 2025

Research asset search Computational notebook search Dataset search Research software development

Active Learning for Data Quality Control: A Survey

Na Li, Yiyang Qi, Chaoran Li, Zhiming Zhao. ACM Journal of Data and Information Quality. 2024

Active Learning Data Quality Control Survey

Leveraging Active Learning for Ocean Data Quality Assessment: Reducing Labeling Workload and Addressing Severe Data Imbalance Challenges

Na Li, Yiyang Qi, Ruyue Xin, et al. International Journal of Data Science and Analytics. 2024 [under review]

Active Learning Ocean Data Management Data Imbalance

Retrieval-augmented Query Reformulation for Heterogeneous Research Asset Retrieval in Virtual Research Environment

Peide Zhu, Na Li, and Zhiming Zhao. Companion Proceedings of the ACM on Web Conference 2024. 2024

Query Reformulation Retrieval-augmented Generation Virtual Research Environment

A Dense Retrieval System and Evaluation Dataset for Scientific Computational Notebooks

Na Li, Yangjun Zhang, Zhiming Zhao. 2023 IEEE 19th International Conference on e-Science (e-Science). 2023

Dense Retrieval Computational Notebooks Evaluation Dataset

CNSVRE: A query reformulated search system with explainable summarization for virtual research environment

Na Li, Yangjun Zhang, Zhiming Zhao. Companion Proceedings of the ACM Web Conference 2023. 2023

Query Reformulation Explainable Summarization Virtual Research Environment

Ocean Data Quality Assessment through Outlier Detection-enhanced Active Learning

Na Li, Yiyang Qi, Ruyue Xin, Zhiming Zhao. 2023 IEEE International Conference on Big Data (BigData). 2023

Active Learning Outlier Detection Ocean Data Quality

Education


University of Amsterdam

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Ph.D. on Data quality control and research asset discovery

Beihang University

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M.S. in Information and Communication Engineering

Beihang University

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B.S. in Electronic and Information Engineering

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